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manaknight
2024-02-01 18:19:43 +00:00
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@@ -7,13 +7,13 @@ We want to test your ability to research and solve a problem.
Steps:
1. Import sales_data_sample.csv into panda and create a dataframe
2. Make a flask api that we can ask natural language question and we can give back a human answer based on the data in your dataframe. You decide which algorithm you would you and explain why.
2. Make a flask api that we can ask natural language question and we can give back a human answer based on the data in your dataframe. You decide which algorithm you would you and explain why.
For example:
What is my top earning sale item?
Which city has my best sales?
3. I want you to make a simple filtering flask api that given an order, you can tell if customer is male or female. So pass in the order id and get gender back.
3. I want you to make a simple filtering flask api that given an order, you can tell if customer is male or female. So pass in the order id and get gender back. Cannot use openai for this. You need to figure it out or find an algorithm that works.
4. I want you to make a simple recommendation engine where user can pass in a month to the flask api and get back a recommendation for a trend happening or anomaly in that month.
4. I want you to make a simple recommendation engine where user can pass in a month to the flask api and get back a recommendation for a trend happening or anomaly in that month. You need to figure it out or find an algorithm that works.